this repository accompanies my forthcoming book "Grokking Deep Learning"
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tasksv11 Chapter 11 Jun 13, 2018
.gitignore Adding git ignore Sep 5, 2018
Chapter10 - Intro to Convolutional Neural Networks - Learning Edges and Corners.ipynb renamed notebooks Nov 2, 2018
Chapter11 - Intro to Word Embeddings - Neural Networks that Understand Language.ipynb ch3 Nov 2, 2018
Chapter12 - Intro to Recurrence - Predicting the Next Word.ipynb renamed notebooks Nov 2, 2018
Chapter13 - Intro to Automatic Differentiation - Let's Build A Deep Learning Framework.ipynb renamed notebooks Nov 2, 2018
Chapter14 - Exploding Gradients Examples.ipynb renamed notebooks Nov 2, 2018
Chapter14 - Intro to LSTMs - Learn to Write Like Shakespeare.ipynb renamed notebooks Nov 2, 2018
Chapter14 - Intro to LSTMs - Part 2 - Learn to Write Like Shakespeare.ipynb renamed notebooks Nov 2, 2018
Chapter15 - Intro to Federated Learning - Deep Learning on Unseen Data.ipynb renamed notebooks Nov 2, 2018
Chapter3 - Forward Propagation - Intro to Neural Prediction.ipynb ch3 Nov 2, 2018
Chapter4 - Gradient Descent - Intro to Neural Learning.ipynb ch3 Nov 2, 2018
Chapter5 - Generalizing Gradient Descent - Learning Multiple Weights at a Time.ipynb ch3 Nov 2, 2018
Chapter6 - Intro to Backpropagation - Building Your First DEEP Neural Network.ipynb ch3 Nov 2, 2018
Chapter8 - Intro to Regularization - Learning Signal and Ignoring Noise.ipynb ch3 Nov 2, 2018
Chapter9 - Intro to Activation Functions - Modeling Probabilities.ipynb renamed notebooks Nov 2, 2018
MNISTPreprocessor.ipynb Chapter 8 Jun 11, 2018
README.md Update README.md Nov 2, 2018
docker-compose.yml Add a docker compose file to run notebooks in a container Aug 24, 2018
floyd.yml Create floyd.yml Aug 25, 2018
ham.txt chapter 15 code Aug 23, 2018
labels.txt Chapter 11 Jun 13, 2018
reviews.txt Chapter 11 Jun 13, 2018
shakespear.txt chapter 14 Aug 23, 2018
spam.txt chapter 15 code Aug 23, 2018